Research project / live system
shovsOS
A research runtime for agents that plan, use tools, remember, verify, and explain what happened through inspectable state.
01
The runtime holds state
Objectives, plans, contracts, tool calls, evidence, verification, continuation, and memory live outside model prose.
why it exists
Long transcripts blur trusted facts, guesses, tool evidence, and unfinished work into one unreliable context surface.
how it works
A structured ledger, workflow and execution contracts, phase packets, evidence gates, and memory lanes govern each run.
how it looks
Harness and Workflow workspaces make contracts, traces, artifacts, checkpoints, and evaluation outcomes inspectable.
RuntimePython, FastAPI, React
FocusHarness discipline, context control, memory, workflow contracts
OperationLocal-first with local and cloud provider adapters
SourceMIT licensed and public on GitHub